Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 18857 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.9 MiB |
| Average record size in memory | 270.0 B |
Variable types
| Numeric | 23 |
|---|---|
| Categorical | 10 |
| Boolean | 6 |
OPPORTUNITY_ID has a high cardinality: 18857 distinct values | High cardinality |
ACCOUNT_ID has a high cardinality: 14468 distinct values | High cardinality |
SUB_REGION_C has a high cardinality: 76 distinct values | High cardinality |
OWNER_SUB_REGION_C has a high cardinality: 144 distinct values | High cardinality |
DNA_STD_DC_LEAD_SOURCE has a high cardinality: 53 distinct values | High cardinality |
DNA_CUSTOM_DC_PREV_OPPS_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT and 1 other fields | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 1 other fields | High correlation |
DNA_STD_DC_MKTG_NURTURE_TIME is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 1 other fields | High correlation |
DNA_CUSTOM_DC_CONTACTS_ACTIVE is highly correlated with DNA_STD_DC_MKTG_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_TOTAL_IA_COUNT is highly correlated with DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT | High correlation |
DNA_STD_DC_MKTG_TOTAL_IA_COUNT is highly correlated with DNA_CUSTOM_DC_CONTACTS_ACTIVE | High correlation |
DNA_STD_DC_END_RESULT is highly correlated with DAYS_IN_NEGOTIATE_CLOSE_C and 1 other fields | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT and 3 other fields | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 1 other fields | High correlation |
DAYS_IN_BUSINESS_JUSTIFICATION_C is highly correlated with DAYS_IN_NEGOTIATE_CLOSE_C and 1 other fields | High correlation |
DAYS_IN_NEGOTIATE_CLOSE_C is highly correlated with DNA_STD_DC_END_RESULT and 2 other fields | High correlation |
DAYS_IN_PO_WITH_CHANNEL_C is highly correlated with DNA_STD_DC_END_RESULT and 2 other fields | High correlation |
DNA_STD_DC_MKTG_NURTURE_TIME is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 4 other fields | High correlation |
DNA_CUSTOM_DC_CONTACTS_ACTIVE is highly correlated with DNA_STD_DC_MKTG_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_TOTAL_IA_COUNT is highly correlated with DNA_STD_DC_MKTG_NURTURE_TIME and 4 other fields | High correlation |
DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_MKTG_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_MKTG_TOTAL_IA_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 5 other fields | High correlation |
DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 3 other fields | High correlation |
DNA_STD_DC_END_RESULT is highly correlated with DAYS_IN_NEGOTIATE_CLOSE_C and 1 other fields | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT and 2 other fields | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 1 other fields | High correlation |
DAYS_IN_BUSINESS_JUSTIFICATION_C is highly correlated with DAYS_IN_NEGOTIATE_CLOSE_C and 1 other fields | High correlation |
DAYS_IN_NEGOTIATE_CLOSE_C is highly correlated with DNA_STD_DC_END_RESULT and 2 other fields | High correlation |
DAYS_IN_PO_WITH_CHANNEL_C is highly correlated with DNA_STD_DC_END_RESULT and 2 other fields | High correlation |
DNA_STD_DC_MKTG_NURTURE_TIME is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 4 other fields | High correlation |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_EVENTS_TOTAL_IA_COUNT is highly correlated with DNA_STD_DC_MKTG_NURTURE_TIME and 4 other fields | High correlation |
DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_MKTG_TOTAL_IA_COUNT | High correlation |
DNA_STD_DC_MKTG_TOTAL_IA_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 4 other fields | High correlation |
DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_MKTG_NURTURE_TIME and 2 other fields | High correlation |
DNA_STD_AC_NUMBER_OF_EMPLOYEES is highly correlated with SUB_REGION_C | High correlation |
DNA_CUSTOM_DC_INCUMBENT is highly correlated with SUB_REGION_C and 1 other fields | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_COUNT is highly correlated with DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT and 2 other fields | High correlation |
ADVANCED_PAST_STAGE_2_C is highly correlated with ADVANCED_PAST_STAGE_1_C and 1 other fields | High correlation |
DNA_CUSTOM_DC_CONTACTS_ACTIVE is highly correlated with DNA_STD_DC_MKTG_TOTAL_IA_COUNT and 1 other fields | High correlation |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT and 1 other fields | High correlation |
DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 4 other fields | High correlation |
DNA_STD_DC_MKTG_IA_BEFORE_OPPTY_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 4 other fields | High correlation |
DNA_STD_DC_LEAD_SOURCE is highly correlated with SUB_REGION_C and 1 other fields | High correlation |
CONVERTED_FROM_LEAD_C is highly correlated with df_index | High correlation |
DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT is highly correlated with DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT and 1 other fields | High correlation |
df_index is highly correlated with CONVERTED_FROM_LEAD_C | High correlation |
DNA_STD_DC_EVENTS_TOTAL_IA_COUNT is highly correlated with DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT and 4 other fields | High correlation |
DAYS_IN_DISCOVERY_C is highly correlated with DNA_ML_OPPORTUNITY_LIFE_DAYS | High correlation |
DAYS_IN_TECHNICAL_VALIDATION_C is highly correlated with DNA_ML_OPPORTUNITY_LIFE_DAYS | High correlation |
OPPORTUNITY_SUB_TYPE_C is highly correlated with SUB_REGION_C | High correlation |
SUB_REGION_C is highly correlated with DNA_STD_AC_NUMBER_OF_EMPLOYEES and 5 other fields | High correlation |
DNA_CUSTOM_DC_SEGMENT is highly correlated with SUB_REGION_C | High correlation |
DNA_STD_DC_LEAD_SOURCE_INBOUND is highly correlated with DNA_STD_DC_LEAD_SOURCE | High correlation |
DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT is highly correlated with DNA_CUSTOM_DC_PREV_OPPS_COUNT and 3 other fields | High correlation |
DAYS_IN_CONSENSUS_C is highly correlated with DNA_ML_OPPORTUNITY_LIFE_DAYS | High correlation |
DNA_STD_DC_MKTG_TOTAL_IA_COUNT is highly correlated with DNA_CUSTOM_DC_CONTACTS_ACTIVE and 6 other fields | High correlation |
DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT is highly correlated with DNA_CUSTOM_DC_CONTACTS_ACTIVE and 1 other fields | High correlation |
DNA_ML_OPPORTUNITY_LIFE_DAYS is highly correlated with DAYS_IN_DISCOVERY_C and 2 other fields | High correlation |
ADVANCED_PAST_STAGE_1_C is highly correlated with ADVANCED_PAST_STAGE_2_C | High correlation |
DNA_CUSTOM_DC_PRIMARY_COMPETITOR is highly correlated with DNA_CUSTOM_DC_INCUMBENT | High correlation |
DNA_STD_DC_END_RESULT is highly correlated with ADVANCED_PAST_STAGE_2_C | High correlation |
DNA_STD_DC_LEAD_SOURCE_INBOUND is highly correlated with DNA_STD_DC_LEAD_SOURCE | High correlation |
DNA_STD_DC_LEAD_SOURCE is highly correlated with DNA_STD_DC_LEAD_SOURCE_INBOUND | High correlation |
DAYS_IN_PO_WITH_CHANNEL_C is highly skewed (γ1 = 75.39593925) | Skewed |
DNA_CUSTOM_DC_CONTACTS_ACTIVE is highly skewed (γ1 = 38.38751239) | Skewed |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT is highly skewed (γ1 = 25.85647049) | Skewed |
DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT is highly skewed (γ1 = 29.92763112) | Skewed |
DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT is highly skewed (γ1 = 33.60921849) | Skewed |
DNA_STD_DC_MKTG_IA_BEFORE_OPPTY_COUNT is highly skewed (γ1 = 45.30960309) | Skewed |
OPPORTUNITY_ID is uniformly distributed | Uniform |
ACCOUNT_ID is uniformly distributed | Uniform |
df_index has unique values | Unique |
OPPORTUNITY_ID has unique values | Unique |
DNA_STD_AC_NUMBER_OF_EMPLOYEES has 1037 (5.5%) zeros | Zeros |
DNA_CUSTOM_DC_PREV_OPPS_COUNT has 13580 (72.0%) zeros | Zeros |
DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT has 15075 (79.9%) zeros | Zeros |
DNA_STD_AC_ANNUAL_REVENUE has 449 (2.4%) zeros | Zeros |
DAYS_IN_BUSINESS_JUSTIFICATION_C has 16804 (89.1%) zeros | Zeros |
DAYS_IN_CONSENSUS_C has 14588 (77.4%) zeros | Zeros |
DAYS_IN_DISCOVERY_C has 11475 (60.9%) zeros | Zeros |
DAYS_IN_NEGOTIATE_CLOSE_C has 17716 (93.9%) zeros | Zeros |
DAYS_IN_TECHNICAL_VALIDATION_C has 16458 (87.3%) zeros | Zeros |
DAYS_IN_PO_WITH_CHANNEL_C has 17711 (93.9%) zeros | Zeros |
DNA_CUSTOM_DC_DURATION_POC has 18279 (96.9%) zeros | Zeros |
DNA_STD_DC_MKTG_NURTURE_TIME has 10500 (55.7%) zeros | Zeros |
DNA_CUSTOM_DC_CONTACTS_ACTIVE has 1056 (5.6%) zeros | Zeros |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT has 17549 (93.1%) zeros | Zeros |
DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT has 17251 (91.5%) zeros | Zeros |
DNA_STD_DC_EVENTS_TOTAL_IA_COUNT has 14666 (77.8%) zeros | Zeros |
DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT has 17171 (91.1%) zeros | Zeros |
DNA_STD_DC_MKTG_IA_BEFORE_OPPTY_COUNT has 17584 (93.2%) zeros | Zeros |
DNA_STD_DC_MKTG_TOTAL_IA_COUNT has 14158 (75.1%) zeros | Zeros |
DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT has 13371 (70.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-28 23:17:02.851492 |
|---|---|
| Analysis finished | 2021-09-28 23:17:57.668413 |
| Duration | 54.82 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 18857 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30071.61155 |
| Minimum | 5 |
|---|---|
| Maximum | 56321 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 3823.6 |
| Q1 | 16117 |
| median | 31934 |
| Q3 | 44067 |
| 95-th percentile | 53049.8 |
| Maximum | 56321 |
| Range | 56316 |
| Interquartile range (IQR) | 27950 |
Descriptive statistics
| Standard deviation | 15978.15467 |
|---|---|
| Coefficient of variation (CV) | 0.5313368272 |
| Kurtosis | -1.205353892 |
| Mean | 30071.61155 |
| Median Absolute Deviation (MAD) | 13879 |
| Skewness | -0.1689257834 |
| Sum | 567060379 |
| Variance | 255301426.7 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 32768 | 1 | < 0.1% |
| 25910 | 1 | < 0.1% |
| 25942 | 1 | < 0.1% |
| 39513 | 1 | < 0.1% |
| 11599 | 1 | < 0.1% |
| 34122 | 1 | < 0.1% |
| 51860 | 1 | < 0.1% |
| 38216 | 1 | < 0.1% |
| 32069 | 1 | < 0.1% |
| 30020 | 1 | < 0.1% |
| Other values (18847) | 18847 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 23 | 1 | |
| 24 | 1 |
| Value | Count | Frequency (%) |
| 56321 | 1 | |
| 56320 | 1 | |
| 56319 | 1 | |
| 56318 | 1 | |
| 56317 | 1 | |
| 56316 | 1 | |
| 56309 | 1 | |
| 56308 | 1 | |
| 56307 | 1 | |
| 56304 | 1 |
| Distinct | 18857 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| 0064000000rHRkmAAG | 1 |
|---|---|
| 0066f0000134GWmAAM | 1 |
| 0061W00000ypqr9QAA | 1 |
| 0061W00001EFW0iQAH | 1 |
| 0066f000012ZyzSAAS | 1 |
| Other values (18852) |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 339426 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 18857 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0064000000g9NB0AAM |
|---|---|
| 2nd row | 0064000000g9XLjAAM |
| 3rd row | 0066f000012ZxZYAA0 |
| 4th row | 0061W000014Qz7yQAC |
| 5th row | 0064000000g9XMwAAM |
Common Values
| Value | Count | Frequency (%) |
| 0064000000rHRkmAAG | 1 | < 0.1% |
| 0066f0000134GWmAAM | 1 | < 0.1% |
| 0061W00000ypqr9QAA | 1 | < 0.1% |
| 0061W00001EFW0iQAH | 1 | < 0.1% |
| 0066f000012ZyzSAAS | 1 | < 0.1% |
| 0061W00001FGK6fQAH | 1 | < 0.1% |
| 0061W000015c8lxQAA | 1 | < 0.1% |
| 0061W00001QNHIbQAP | 1 | < 0.1% |
| 0061W00000vaOp7QAE | 1 | < 0.1% |
| 0061W00000x8FRJQA2 | 1 | < 0.1% |
| Other values (18847) | 18847 |
Length
| Value | Count | Frequency (%) |
| 0061w00000yhvsdqam | 1 | < 0.1% |
| 0061w00001a1sxgqan | 1 | < 0.1% |
| 0064000000qqdaaaa4 | 1 | < 0.1% |
| 0061w00000yb31hqaq | 1 | < 0.1% |
| 0064000000lafzhaao | 1 | < 0.1% |
| 0064000000lutf7aao | 1 | < 0.1% |
| 0061w00000xiyjkqag | 1 | < 0.1% |
| 0061w00000txyzbqaa | 1 | < 0.1% |
| 0064000000iuglaaae | 1 | < 0.1% |
| 0061w000012z66xqas | 1 | < 0.1% |
| Other values (18847) | 18847 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 127530 | |
| A | 28041 | 8.3% |
| 1 | 26251 | 7.7% |
| 6 | 22819 | 6.7% |
| Q | 15213 | 4.5% |
| W | 14553 | 4.3% |
| 4 | 6772 | 2.0% |
| f | 3329 | 1.0% |
| 2 | 3296 | 1.0% |
| S | 2810 | 0.8% |
| Other values (52) | 88812 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 195812 | |
| Uppercase Letter | 103430 | |
| Lowercase Letter | 40184 | 11.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 3329 | 8.3% |
| q | 2102 | 5.2% |
| z | 1919 | 4.8% |
| y | 1870 | 4.7% |
| r | 1758 | 4.4% |
| p | 1722 | 4.3% |
| x | 1706 | 4.2% |
| o | 1601 | 4.0% |
| n | 1589 | 4.0% |
| m | 1533 | 3.8% |
| Other values (16) | 21055 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 28041 | |
| Q | 15213 | |
| W | 14553 | |
| S | 2810 | 2.7% |
| E | 2774 | 2.7% |
| C | 2667 | 2.6% |
| I | 2635 | 2.5% |
| G | 2527 | 2.4% |
| K | 2188 | 2.1% |
| Y | 2184 | 2.1% |
| Other values (16) | 27838 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 127530 | |
| 1 | 26251 | 13.4% |
| 6 | 22819 | 11.7% |
| 4 | 6772 | 3.5% |
| 2 | 3296 | 1.7% |
| 3 | 2399 | 1.2% |
| 5 | 1834 | 0.9% |
| 7 | 1720 | 0.9% |
| 8 | 1643 | 0.8% |
| 9 | 1548 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 195812 | |
| Latin | 143614 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 28041 | |
| Q | 15213 | 10.6% |
| W | 14553 | 10.1% |
| f | 3329 | 2.3% |
| S | 2810 | 2.0% |
| E | 2774 | 1.9% |
| C | 2667 | 1.9% |
| I | 2635 | 1.8% |
| G | 2527 | 1.8% |
| K | 2188 | 1.5% |
| Other values (42) | 66877 |
Common
| Value | Count | Frequency (%) |
| 0 | 127530 | |
| 1 | 26251 | 13.4% |
| 6 | 22819 | 11.7% |
| 4 | 6772 | 3.5% |
| 2 | 3296 | 1.7% |
| 3 | 2399 | 1.2% |
| 5 | 1834 | 0.9% |
| 7 | 1720 | 0.9% |
| 8 | 1643 | 0.8% |
| 9 | 1548 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 339426 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 127530 | |
| A | 28041 | 8.3% |
| 1 | 26251 | 7.7% |
| 6 | 22819 | 6.7% |
| Q | 15213 | 4.5% |
| W | 14553 | 4.3% |
| 4 | 6772 | 2.0% |
| f | 3329 | 1.0% |
| 2 | 3296 | 1.0% |
| S | 2810 | 0.8% |
| Other values (52) | 88812 |
| Distinct | 14468 |
|---|---|
| Distinct (%) | 76.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| 0014000001i13PuAAI | 16 |
|---|---|
| 0014000001n7h4JAAQ | 15 |
| 0014000001m4CMaAAM | 14 |
| 0014000001o73b3AAA | 13 |
| 00140000018iE65AAE | 12 |
| Other values (14463) |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 339426 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 11445 ? |
|---|---|
| Unique (%) | 60.7% |
Sample
| 1st row | 0014000001bs9dUAAQ |
|---|---|
| 2nd row | 0014000001bsF5mAAE |
| 3rd row | 0014000001bsF5mAAE |
| 4th row | 0014000001bsF6xAAE |
| 5th row | 0014000001bsF6xAAE |
Common Values
| Value | Count | Frequency (%) |
| 0014000001i13PuAAI | 16 | 0.1% |
| 0014000001n7h4JAAQ | 15 | 0.1% |
| 0014000001m4CMaAAM | 14 | 0.1% |
| 0014000001o73b3AAA | 13 | 0.1% |
| 00140000018iE65AAE | 12 | 0.1% |
| 0011W000023Ye0cQAC | 12 | 0.1% |
| 0011W000024VCJHQA4 | 11 | 0.1% |
| 0011W00001y0TCYQA2 | 10 | 0.1% |
| 0014000001o5KseAAE | 9 | < 0.1% |
| 0014000001iazWNAAY | 9 | < 0.1% |
| Other values (14458) | 18736 |
Length
| Value | Count | Frequency (%) |
| 0014000001i13puaai | 16 | 0.1% |
| 0014000001n7h4jaaq | 15 | 0.1% |
| 0014000001m4cmaaam | 14 | 0.1% |
| 0014000001o73b3aaa | 13 | 0.1% |
| 00140000018ie65aae | 12 | 0.1% |
| 0011w000023ye0cqac | 12 | 0.1% |
| 0011w000024vcjhqa4 | 11 | 0.1% |
| 0011w00001y0tcyqa2 | 10 | 0.1% |
| 0014000001iazwnaay | 9 | < 0.1% |
| 0014000001o5kseaae | 9 | < 0.1% |
| Other values (14458) | 18736 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 123001 | |
| 1 | 45372 | 13.4% |
| A | 30313 | 8.9% |
| Q | 13819 | 4.1% |
| W | 13021 | 3.8% |
| 4 | 9794 | 2.9% |
| 2 | 7698 | 2.3% |
| 3 | 3243 | 1.0% |
| 5 | 2848 | 0.8% |
| I | 2841 | 0.8% |
| Other values (52) | 87476 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 198158 | |
| Uppercase Letter | 96430 | |
| Lowercase Letter | 44838 | 13.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 2639 | 5.9% |
| y | 2227 | 5.0% |
| u | 2208 | 4.9% |
| r | 2177 | 4.9% |
| v | 2124 | 4.7% |
| q | 2080 | 4.6% |
| f | 2064 | 4.6% |
| z | 1997 | 4.5% |
| m | 1921 | 4.3% |
| w | 1905 | 4.2% |
| Other values (16) | 23496 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 30313 | |
| Q | 13819 | |
| W | 13021 | |
| I | 2841 | 2.9% |
| E | 2778 | 2.9% |
| C | 2672 | 2.8% |
| Y | 2560 | 2.7% |
| M | 2542 | 2.6% |
| G | 2175 | 2.3% |
| U | 2131 | 2.2% |
| Other values (16) | 21578 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 123001 | |
| 1 | 45372 | 22.9% |
| 4 | 9794 | 4.9% |
| 2 | 7698 | 3.9% |
| 3 | 3243 | 1.6% |
| 5 | 2848 | 1.4% |
| 6 | 2206 | 1.1% |
| 9 | 1611 | 0.8% |
| 7 | 1197 | 0.6% |
| 8 | 1188 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 198158 | |
| Latin | 141268 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 30313 | |
| Q | 13819 | 9.8% |
| W | 13021 | 9.2% |
| I | 2841 | 2.0% |
| E | 2778 | 2.0% |
| C | 2672 | 1.9% |
| o | 2639 | 1.9% |
| Y | 2560 | 1.8% |
| M | 2542 | 1.8% |
| y | 2227 | 1.6% |
| Other values (42) | 65856 |
Common
| Value | Count | Frequency (%) |
| 0 | 123001 | |
| 1 | 45372 | 22.9% |
| 4 | 9794 | 4.9% |
| 2 | 7698 | 3.9% |
| 3 | 3243 | 1.6% |
| 5 | 2848 | 1.4% |
| 6 | 2206 | 1.1% |
| 9 | 1611 | 0.8% |
| 7 | 1197 | 0.6% |
| 8 | 1188 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 339426 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 123001 | |
| 1 | 45372 | 13.4% |
| A | 30313 | 8.9% |
| Q | 13819 | 4.1% |
| W | 13021 | 3.8% |
| 4 | 9794 | 2.9% |
| 2 | 7698 | 2.3% |
| 3 | 3243 | 1.0% |
| 5 | 2848 | 0.8% |
| I | 2841 | 0.8% |
| Other values (52) | 87476 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 16462 | |
| True | 2395 | 12.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 9781 | |
| True | 9076 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 15231 | |
| True | 3626 | 19.2% |
DNA_STD_DC_AMOUNT
Real number (ℝ≥0)
| Distinct | 7430 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 261753.5242 |
| Minimum | 70000 |
|---|---|
| Maximum | 8421302.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 70000 |
|---|---|
| 5-th percentile | 80000 |
| Q1 | 113000 |
| median | 200000 |
| Q3 | 276905 |
| 95-th percentile | 674654.504 |
| Maximum | 8421302.64 |
| Range | 8351302.64 |
| Interquartile range (IQR) | 163905 |
Descriptive statistics
| Standard deviation | 320648.0785 |
|---|---|
| Coefficient of variation (CV) | 1.225000044 |
| Kurtosis | 96.73962293 |
| Mean | 261753.5242 |
| Median Absolute Deviation (MAD) | 85000 |
| Skewness | 7.470251924 |
| Sum | 4935886205 |
| Variance | 1.028151903 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 200000 | 1972 | 10.5% |
| 100000 | 1821 | 9.7% |
| 150000 | 1359 | 7.2% |
| 250000 | 1257 | 6.7% |
| 300000 | 536 | 2.8% |
| 500000 | 505 | 2.7% |
| 75000 | 310 | 1.6% |
| 80000 | 298 | 1.6% |
| 400000 | 276 | 1.5% |
| 350000 | 258 | 1.4% |
| Other values (7420) | 10265 |
| Value | Count | Frequency (%) |
| 70000 | 159 | |
| 70000.52 | 1 | < 0.1% |
| 70038 | 1 | < 0.1% |
| 70114.84 | 1 | < 0.1% |
| 70141.01 | 1 | < 0.1% |
| 70147.75 | 1 | < 0.1% |
| 70147.85 | 1 | < 0.1% |
| 70167.38 | 1 | < 0.1% |
| 70172 | 1 | < 0.1% |
| 70199.51 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8421302.64 | 1 | |
| 6924400.4 | 1 | |
| 6425000 | 1 | |
| 6200000 | 1 | |
| 5935188.68 | 1 | |
| 5818999.68 | 1 | |
| 5207027.22 | 1 | |
| 5092228.1 | 1 | |
| 5000000 | 1 | |
| 4998922.5 | 1 |
DNA_CUSTOM_DC_ISR_LED
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 KiB |
| False | |
|---|---|
| True | 45 |
| Value | Count | Frequency (%) |
| False | 18812 | |
| True | 45 | 0.2% |
DNA_CUSTOM_DC_SDR_LED
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 9561 | |
| True | 9296 |
| Distinct | 4606 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28133.28631 |
| Minimum | 0 |
|---|---|
| Maximum | 1001608 |
| Zeros | 1037 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 260 |
| median | 1864 |
| Q3 | 12811 |
| 95-th percentile | 141258 |
| Maximum | 1001608 |
| Range | 1001608 |
| Interquartile range (IQR) | 12551 |
Descriptive statistics
| Standard deviation | 86663.3908 |
|---|---|
| Coefficient of variation (CV) | 3.080457428 |
| Kurtosis | 49.29147687 |
| Mean | 28133.28631 |
| Median Absolute Deviation (MAD) | 1855 |
| Skewness | 6.121153201 |
| Sum | 530509380 |
| Variance | 7510543305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1037 | 5.5% |
| 2 | 188 | 1.0% |
| 1 | 168 | 0.9% |
| 1000 | 157 | 0.8% |
| 2000 | 147 | 0.8% |
| 500 | 142 | 0.8% |
| 3000 | 124 | 0.7% |
| 300 | 115 | 0.6% |
| 3 | 114 | 0.6% |
| 200 | 108 | 0.6% |
| Other values (4596) | 16557 |
| Value | Count | Frequency (%) |
| 0 | 1037 | |
| 1 | 168 | 0.9% |
| 2 | 188 | 1.0% |
| 3 | 114 | 0.6% |
| 4 | 69 | 0.4% |
| 5 | 79 | 0.4% |
| 6 | 61 | 0.3% |
| 7 | 80 | 0.4% |
| 8 | 41 | 0.2% |
| 9 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 1001608 | 45 | |
| 667748 | 12 | 0.1% |
| 647502 | 6 | < 0.1% |
| 618000 | 1 | < 0.1% |
| 596696 | 1 | < 0.1% |
| 596028 | 1 | < 0.1% |
| 570503 | 17 | 0.1% |
| 568816 | 50 | |
| 554649 | 8 | < 0.1% |
| 546002 | 1 | < 0.1% |
DNA_CUSTOM_DC_PREV_OPPS_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5028371427 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 13580 |
| Zeros (%) | 72.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.308649512 |
|---|---|
| Coefficient of variation (CV) | 2.602531518 |
| Kurtosis | 162.807401 |
| Mean | 0.5028371427 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.090605946 |
| Sum | 9482 |
| Variance | 1.712563545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13580 | |
| 1 | 3347 | 17.7% |
| 2 | 1106 | 5.9% |
| 3 | 393 | 2.1% |
| 4 | 168 | 0.9% |
| 5 | 99 | 0.5% |
| 6 | 53 | 0.3% |
| 7 | 29 | 0.2% |
| 8 | 19 | 0.1% |
| 9 | 14 | 0.1% |
| Other values (18) | 49 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 13580 | |
| 1 | 3347 | 17.7% |
| 2 | 1106 | 5.9% |
| 3 | 393 | 2.1% |
| 4 | 168 | 0.9% |
| 5 | 99 | 0.5% |
| 6 | 53 | 0.3% |
| 7 | 29 | 0.2% |
| 8 | 19 | 0.1% |
| 9 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | |
| 35 | 2 | |
| 31 | 1 | |
| 29 | 1 | |
| 28 | 1 | |
| 24 | 1 | |
| 22 | 1 | |
| 21 | 1 | |
| 19 | 2 | |
| 18 | 1 |
DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3087977939 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 15075 |
| Zeros (%) | 79.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7960468743 |
|---|---|
| Coefficient of variation (CV) | 2.577890419 |
| Kurtosis | 37.55787031 |
| Mean | 0.3087977939 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.716968201 |
| Sum | 5823 |
| Variance | 0.6336906261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15075 | |
| 1 | 2602 | 13.8% |
| 2 | 756 | 4.0% |
| 3 | 237 | 1.3% |
| 4 | 93 | 0.5% |
| 5 | 30 | 0.2% |
| 6 | 28 | 0.1% |
| 8 | 11 | 0.1% |
| 7 | 11 | 0.1% |
| 10 | 10 | 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15075 | |
| 1 | 2602 | 13.8% |
| 2 | 756 | 4.0% |
| 3 | 237 | 1.3% |
| 4 | 93 | 0.5% |
| 5 | 30 | 0.2% |
| 6 | 28 | 0.1% |
| 7 | 11 | 0.1% |
| 8 | 11 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 10 | 10 | 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 11 | 0.1% |
| 7 | 11 | 0.1% |
| 6 | 28 | 0.1% |
| 5 | 30 | 0.2% |
| 4 | 93 | 0.5% |
| 3 | 237 | 1.3% |
| 2 | 756 |
| Distinct | 13668 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013323474 |
| Minimum | 0 |
|---|---|
| Maximum | 9.607312 × 1010 |
| Zeros | 449 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 86004.6 |
| Q1 | 11424633 |
| median | 124677687 |
| Q3 | 742508045 |
| 95-th percentile | 9343858269 |
| Maximum | 9.607312 × 1010 |
| Range | 9.607312 × 1010 |
| Interquartile range (IQR) | 731083412 |
Descriptive statistics
| Standard deviation | 7395377209 |
|---|---|
| Coefficient of variation (CV) | 3.673218588 |
| Kurtosis | 54.92472867 |
| Mean | 2013323474 |
| Median Absolute Deviation (MAD) | 124077374 |
| Skewness | 6.825508767 |
| Sum | 3.796524075 × 1013 |
| Variance | 5.469160407 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 449 | 2.4% |
| 94459 | 30 | 0.2% |
| 85571 | 19 | 0.1% |
| 209700 | 18 | 0.1% |
| 5.9812 × 1010 | 18 | 0.1% |
| 278625422 | 15 | 0.1% |
| 1032946 | 14 | 0.1% |
| 4500000 | 13 | 0.1% |
| 6.722570625 × 1010 | 13 | 0.1% |
| 7.4286 × 1010 | 12 | 0.1% |
| Other values (13658) | 18256 |
| Value | Count | Frequency (%) |
| 0 | 449 | |
| 59 | 1 | < 0.1% |
| 79 | 2 | < 0.1% |
| 133 | 1 | < 0.1% |
| 134 | 1 | < 0.1% |
| 338 | 1 | < 0.1% |
| 601 | 1 | < 0.1% |
| 643 | 1 | < 0.1% |
| 652 | 1 | < 0.1% |
| 989 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.607312 × 1010 | 1 | < 0.1% |
| 9.0165186 × 1010 | 1 | < 0.1% |
| 8.9571172 × 1010 | 1 | < 0.1% |
| 8.765429345 × 1010 | 3 | < 0.1% |
| 8.2574 × 1010 | 10 | |
| 8.2501797 × 1010 | 2 | < 0.1% |
| 8.201774126 × 1010 | 1 | < 0.1% |
| 7.854315387 × 1010 | 2 | < 0.1% |
| 7.73972963 × 1010 | 1 | < 0.1% |
| 7.7147 × 1010 | 2 | < 0.1% |
| Distinct | 1633 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.53336692 |
| Minimum | 0 |
|---|---|
| Maximum | 1378.83 |
| Zeros | 16804 |
| Zeros (%) | 89.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 74.43 |
| Maximum | 1378.83 |
| Range | 1378.83 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70.65134113 |
|---|---|
| Coefficient of variation (CV) | 4.861319578 |
| Kurtosis | 69.40887601 |
| Mean | 14.53336692 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.404857645 |
| Sum | 274055.7 |
| Variance | 4991.612004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16804 | |
| 0.04 | 10 | 0.1% |
| 0.08 | 7 | < 0.1% |
| 30.92 | 6 | < 0.1% |
| 7.04 | 6 | < 0.1% |
| 0.17 | 5 | < 0.1% |
| 28.08 | 5 | < 0.1% |
| 2.75 | 5 | < 0.1% |
| 6.13 | 5 | < 0.1% |
| 6.96 | 5 | < 0.1% |
| Other values (1623) | 1999 | 10.6% |
| Value | Count | Frequency (%) |
| 0 | 16804 | |
| 0.04 | 10 | 0.1% |
| 0.08 | 7 | < 0.1% |
| 0.13 | 5 | < 0.1% |
| 0.17 | 5 | < 0.1% |
| 0.21 | 5 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.33 | 2 | < 0.1% |
| 0.38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1378.83 | 1 | |
| 1246.08 | 1 | |
| 1207.38 | 1 | |
| 1067.79 | 1 | |
| 1022.17 | 1 | |
| 986.83 | 1 | |
| 886.17 | 1 | |
| 862.21 | 1 | |
| 850.79 | 1 | |
| 846.58 | 1 |
| Distinct | 3210 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.2983937 |
| Minimum | 0 |
|---|---|
| Maximum | 1541.96 |
| Zeros | 14588 |
| Zeros (%) | 77.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 324.342 |
| Maximum | 1541.96 |
| Range | 1541.96 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 138.8827975 |
|---|---|
| Coefficient of variation (CV) | 2.999732527 |
| Kurtosis | 21.65576034 |
| Mean | 46.2983937 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.25155337 |
| Sum | 873048.81 |
| Variance | 19288.43144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14588 | |
| 15.42 | 31 | 0.2% |
| 15.46 | 27 | 0.1% |
| 15.54 | 26 | 0.1% |
| 15.5 | 19 | 0.1% |
| 15.29 | 17 | 0.1% |
| 15.33 | 16 | 0.1% |
| 15.58 | 14 | 0.1% |
| 15.71 | 13 | 0.1% |
| 15.21 | 12 | 0.1% |
| Other values (3200) | 4094 | 21.7% |
| Value | Count | Frequency (%) |
| 0 | 14588 | |
| 0.04 | 5 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.13 | 7 | < 0.1% |
| 0.17 | 3 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.33 | 1 | < 0.1% |
| 0.38 | 2 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1541.96 | 1 | |
| 1505.38 | 1 | |
| 1439.92 | 1 | |
| 1437.88 | 1 | |
| 1435.25 | 1 | |
| 1368.92 | 1 | |
| 1341.96 | 1 | |
| 1331.67 | 1 | |
| 1312.79 | 1 | |
| 1275.29 | 1 |
| Distinct | 4859 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.41969454 |
| Minimum | 0 |
|---|---|
| Maximum | 3257.25 |
| Zeros | 11475 |
| Zeros (%) | 60.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 70.92 |
| 95-th percentile | 440.96 |
| Maximum | 3257.25 |
| Range | 3257.25 |
| Interquartile range (IQR) | 70.92 |
Descriptive statistics
| Standard deviation | 166.2224635 |
|---|---|
| Coefficient of variation (CV) | 2.119652015 |
| Kurtosis | 21.18547811 |
| Mean | 78.41969454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.427995121 |
| Sum | 1478760.18 |
| Variance | 27629.90738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11475 | |
| 0.04 | 31 | 0.2% |
| 60.96 | 25 | 0.1% |
| 61.5 | 24 | 0.1% |
| 61.46 | 22 | 0.1% |
| 0.08 | 19 | 0.1% |
| 61.33 | 19 | 0.1% |
| 61.54 | 18 | 0.1% |
| 0.96 | 16 | 0.1% |
| 61.29 | 16 | 0.1% |
| Other values (4849) | 7192 |
| Value | Count | Frequency (%) |
| 0 | 11475 | |
| 0.04 | 31 | 0.2% |
| 0.08 | 19 | 0.1% |
| 0.13 | 13 | 0.1% |
| 0.17 | 10 | 0.1% |
| 0.21 | 9 | < 0.1% |
| 0.25 | 8 | < 0.1% |
| 0.29 | 8 | < 0.1% |
| 0.33 | 3 | < 0.1% |
| 0.38 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 3257.25 | 1 | |
| 2459.75 | 1 | |
| 2259 | 1 | |
| 2133.25 | 1 | |
| 1896 | 1 | |
| 1599.13 | 1 | |
| 1553.96 | 1 | |
| 1485 | 1 | |
| 1457.04 | 1 | |
| 1391.88 | 1 |
| Distinct | 732 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.954315108 |
| Minimum | 0 |
|---|---|
| Maximum | 1104.67 |
| Zeros | 17716 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.54 |
| Maximum | 1104.67 |
| Range | 1104.67 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 26.62341945 |
|---|---|
| Coefficient of variation (CV) | 9.01170609 |
| Kurtosis | 391.5714198 |
| Mean | 2.954315108 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.88581509 |
| Sum | 55709.52 |
| Variance | 708.8064634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17716 | |
| 0.13 | 16 | 0.1% |
| 0.04 | 12 | 0.1% |
| 0.08 | 12 | 0.1% |
| 0.17 | 10 | 0.1% |
| 0.92 | 10 | 0.1% |
| 1.04 | 9 | < 0.1% |
| 0.79 | 8 | < 0.1% |
| 1 | 6 | < 0.1% |
| 0.88 | 6 | < 0.1% |
| Other values (722) | 1052 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 17716 | |
| 0.04 | 12 | 0.1% |
| 0.08 | 12 | 0.1% |
| 0.13 | 16 | 0.1% |
| 0.17 | 10 | 0.1% |
| 0.21 | 6 | < 0.1% |
| 0.25 | 6 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.33 | 2 | < 0.1% |
| 0.42 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1104.67 | 1 | |
| 765.42 | 1 | |
| 685.04 | 1 | |
| 654.13 | 1 | |
| 618 | 1 | |
| 610.79 | 1 | |
| 600 | 1 | |
| 559.21 | 1 | |
| 558.21 | 1 | |
| 542.92 | 1 |
| Distinct | 1948 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.64047781 |
| Minimum | 0 |
|---|---|
| Maximum | 1559.17 |
| Zeros | 16458 |
| Zeros (%) | 87.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 127.052 |
| Maximum | 1559.17 |
| Range | 1559.17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 88.86063171 |
|---|---|
| Coefficient of variation (CV) | 4.305163502 |
| Kurtosis | 53.61278632 |
| Mean | 20.64047781 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.498707814 |
| Sum | 389217.49 |
| Variance | 7896.211867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16458 | |
| 0.04 | 9 | < 0.1% |
| 6.92 | 7 | < 0.1% |
| 6.96 | 6 | < 0.1% |
| 42.92 | 6 | < 0.1% |
| 14 | 6 | < 0.1% |
| 7.08 | 5 | < 0.1% |
| 12.92 | 4 | < 0.1% |
| 13.67 | 4 | < 0.1% |
| 1.67 | 4 | < 0.1% |
| Other values (1938) | 2348 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 16458 | |
| 0.04 | 9 | < 0.1% |
| 0.08 | 4 | < 0.1% |
| 0.13 | 3 | < 0.1% |
| 0.17 | 2 | < 0.1% |
| 0.21 | 2 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.33 | 3 | < 0.1% |
| 0.42 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1559.17 | 1 | |
| 1339.21 | 1 | |
| 1309.88 | 1 | |
| 1245.42 | 1 | |
| 1239.38 | 1 | |
| 1203.46 | 1 | |
| 1181.67 | 1 | |
| 1134.21 | 1 | |
| 1119.04 | 1 | |
| 1114.75 | 1 |
| Distinct | 262 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2567386117 |
| Minimum | 0 |
|---|---|
| Maximum | 419.29 |
| Zeros | 17711 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.25 |
| Maximum | 419.29 |
| Range | 419.29 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.25987279 |
|---|---|
| Coefficient of variation (CV) | 16.59225608 |
| Kurtosis | 6773.133279 |
| Mean | 0.2567386117 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 75.39593925 |
| Sum | 4841.32 |
| Variance | 18.14651619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17711 | |
| 0.25 | 55 | 0.3% |
| 0.17 | 45 | 0.2% |
| 0.08 | 43 | 0.2% |
| 0.04 | 34 | 0.2% |
| 0.13 | 32 | 0.2% |
| 0.33 | 30 | 0.2% |
| 0.42 | 29 | 0.2% |
| 0.21 | 22 | 0.1% |
| 1 | 22 | 0.1% |
| Other values (252) | 834 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 17711 | |
| 0.04 | 34 | 0.2% |
| 0.08 | 43 | 0.2% |
| 0.13 | 32 | 0.2% |
| 0.17 | 45 | 0.2% |
| 0.21 | 22 | 0.1% |
| 0.25 | 55 | 0.3% |
| 0.29 | 18 | 0.1% |
| 0.33 | 30 | 0.2% |
| 0.38 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 419.29 | 1 | |
| 325.04 | 1 | |
| 77.04 | 1 | |
| 70.83 | 1 | |
| 53.29 | 1 | |
| 50.25 | 1 | |
| 48.83 | 1 | |
| 43.63 | 1 | |
| 40.92 | 1 | |
| 37.58 | 1 |
| Distinct | 125 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.294691626 |
| Minimum | -18 |
|---|---|
| Maximum | 479 |
| Zeros | 18279 |
| Zeros (%) | 96.9% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | -18 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 479 |
| Range | 497 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.90578156 |
|---|---|
| Coefficient of variation (CV) | 9.195843489 |
| Kurtosis | 503.3585826 |
| Mean | 1.294691626 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.73553191 |
| Sum | 24414 |
| Variance | 141.7476346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18279 | |
| 14 | 44 | 0.2% |
| 11 | 27 | 0.1% |
| 18 | 21 | 0.1% |
| 7 | 20 | 0.1% |
| 16 | 17 | 0.1% |
| 28 | 15 | 0.1% |
| 10 | 15 | 0.1% |
| 30 | 15 | 0.1% |
| 21 | 15 | 0.1% |
| Other values (115) | 389 | 2.1% |
| Value | Count | Frequency (%) |
| -18 | 1 | < 0.1% |
| -6 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 18279 | |
| 1 | 9 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 14 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 479 | 1 | |
| 396 | 1 | |
| 382 | 1 | |
| 379 | 1 | |
| 376 | 1 | |
| 361 | 1 | |
| 328 | 1 | |
| 262 | 1 | |
| 216 | 1 | |
| 180 | 2 |
DNA_STD_DC_MKTG_NURTURE_TIME
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1506 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 207.8628626 |
| Minimum | -682 |
|---|---|
| Maximum | 2186 |
| Zeros | 10500 |
| Zeros (%) | 55.7% |
| Negative | 102 |
| Negative (%) | 0.5% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | -682 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 336 |
| 95-th percentile | 983 |
| Maximum | 2186 |
| Range | 2868 |
| Interquartile range (IQR) | 336 |
Descriptive statistics
| Standard deviation | 346.6097347 |
|---|---|
| Coefficient of variation (CV) | 1.667492357 |
| Kurtosis | 2.957007145 |
| Mean | 207.8628626 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.829307947 |
| Sum | 3919670 |
| Variance | 120138.3082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10500 | |
| 1 | 154 | 0.8% |
| 2 | 57 | 0.3% |
| 3 | 53 | 0.3% |
| 4 | 43 | 0.2% |
| 6 | 41 | 0.2% |
| 7 | 34 | 0.2% |
| 5 | 34 | 0.2% |
| 8 | 31 | 0.2% |
| 14 | 23 | 0.1% |
| Other values (1496) | 7887 |
| Value | Count | Frequency (%) |
| -682 | 1 | |
| -540 | 1 | |
| -503 | 1 | |
| -448 | 1 | |
| -407 | 1 | |
| -404 | 1 | |
| -378 | 1 | |
| -375 | 1 | |
| -329 | 1 | |
| -316 | 1 |
| Value | Count | Frequency (%) |
| 2186 | 1 | |
| 2122 | 1 | |
| 2072 | 1 | |
| 2025 | 1 | |
| 2009 | 1 | |
| 1973 | 1 | |
| 1960 | 1 | |
| 1936 | 1 | |
| 1927 | 1 | |
| 1921 | 1 |
DNA_CUSTOM_DC_CONTACTS_ACTIVE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 117 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.497003765 |
| Minimum | 0 |
|---|---|
| Maximum | 1420 |
| Zeros | 1056 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 20 |
| Maximum | 1420 |
| Range | 1420 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 16.72259262 |
|---|---|
| Coefficient of variation (CV) | 3.042128646 |
| Kurtosis | 2823.327878 |
| Mean | 5.497003765 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 38.38751239 |
| Sum | 103657 |
| Variance | 279.645104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 6192 | |
| 2 | 3683 | |
| 3 | 1800 | 9.5% |
| 4 | 1215 | 6.4% |
| 0 | 1056 | 5.6% |
| 5 | 764 | 4.1% |
| 6 | 544 | 2.9% |
| 7 | 427 | 2.3% |
| 8 | 355 | 1.9% |
| 9 | 306 | 1.6% |
| Other values (107) | 2515 |
| Value | Count | Frequency (%) |
| 0 | 1056 | 5.6% |
| 1 | 6192 | |
| 2 | 3683 | |
| 3 | 1800 | 9.5% |
| 4 | 1215 | 6.4% |
| 5 | 764 | 4.1% |
| 6 | 544 | 2.9% |
| 7 | 427 | 2.3% |
| 8 | 355 | 1.9% |
| 9 | 306 | 1.6% |
| Value | Count | Frequency (%) |
| 1420 | 1 | |
| 459 | 1 | |
| 409 | 1 | |
| 352 | 1 | |
| 351 | 1 | |
| 330 | 1 | |
| 312 | 2 | |
| 305 | 1 | |
| 300 | 1 | |
| 210 | 1 |
DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 50 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.301956833 |
| Minimum | 0 |
|---|---|
| Maximum | 161 |
| Zeros | 17549 |
| Zeros (%) | 93.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 161 |
| Range | 161 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.622463599 |
|---|---|
| Coefficient of variation (CV) | 8.684895694 |
| Kurtosis | 1061.597819 |
| Mean | 0.301956833 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.85647049 |
| Sum | 5694 |
| Variance | 6.877315326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17549 | |
| 1 | 514 | 2.7% |
| 2 | 331 | 1.8% |
| 3 | 118 | 0.6% |
| 4 | 72 | 0.4% |
| 6 | 56 | 0.3% |
| 5 | 42 | 0.2% |
| 7 | 27 | 0.1% |
| 9 | 16 | 0.1% |
| 8 | 15 | 0.1% |
| Other values (40) | 117 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 17549 | |
| 1 | 514 | 2.7% |
| 2 | 331 | 1.8% |
| 3 | 118 | 0.6% |
| 4 | 72 | 0.4% |
| 5 | 42 | 0.2% |
| 6 | 56 | 0.3% |
| 7 | 27 | 0.1% |
| 8 | 15 | 0.1% |
| 9 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 161 | 1 | < 0.1% |
| 83 | 2 | |
| 80 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 48 | 4 | |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2059182267 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 17251 |
| Zeros (%) | 91.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.351499025 |
|---|---|
| Coefficient of variation (CV) | 6.563280225 |
| Kurtosis | 1530.283876 |
| Mean | 0.2059182267 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.92763112 |
| Sum | 3883 |
| Variance | 1.826549614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17251 | |
| 1 | 801 | 4.2% |
| 2 | 456 | 2.4% |
| 3 | 114 | 0.6% |
| 4 | 81 | 0.4% |
| 5 | 47 | 0.2% |
| 6 | 37 | 0.2% |
| 8 | 14 | 0.1% |
| 7 | 12 | 0.1% |
| 12 | 8 | < 0.1% |
| Other values (18) | 36 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 17251 | |
| 1 | 801 | 4.2% |
| 2 | 456 | 2.4% |
| 3 | 114 | 0.6% |
| 4 | 81 | 0.4% |
| 5 | 47 | 0.2% |
| 6 | 37 | 0.2% |
| 7 | 12 | 0.1% |
| 8 | 14 | 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 87 | 1 | |
| 76 | 1 | |
| 36 | 1 | |
| 29 | 1 | |
| 27 | 2 | |
| 26 | 1 | |
| 25 | 1 | |
| 23 | 2 | |
| 22 | 2 | |
| 20 | 2 |
DNA_STD_DC_EVENTS_TOTAL_IA_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 62 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.191440844 |
| Minimum | 0 |
|---|---|
| Maximum | 240 |
| Zeros | 14666 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.356393536 |
|---|---|
| Coefficient of variation (CV) | 5.335047532 |
| Kurtosis | 450.8738593 |
| Mean | 1.191440844 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.99864448 |
| Sum | 22467 |
| Variance | 40.40373879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14666 | |
| 1 | 1209 | 6.4% |
| 2 | 1002 | 5.3% |
| 3 | 474 | 2.5% |
| 4 | 385 | 2.0% |
| 5 | 212 | 1.1% |
| 6 | 189 | 1.0% |
| 8 | 132 | 0.7% |
| 7 | 102 | 0.5% |
| 9 | 65 | 0.3% |
| Other values (52) | 421 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 14666 | |
| 1 | 1209 | 6.4% |
| 2 | 1002 | 5.3% |
| 3 | 474 | 2.5% |
| 4 | 385 | 2.0% |
| 5 | 212 | 1.1% |
| 6 | 189 | 1.0% |
| 7 | 102 | 0.5% |
| 8 | 132 | 0.7% |
| 9 | 65 | 0.3% |
| Value | Count | Frequency (%) |
| 240 | 2 | < 0.1% |
| 171 | 1 | < 0.1% |
| 140 | 12 | |
| 139 | 3 | < 0.1% |
| 124 | 1 | < 0.1% |
| 117 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 84 | 3 | < 0.1% |
| 77 | 1 | < 0.1% |
DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 74 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7511269025 |
| Minimum | 0 |
|---|---|
| Maximum | 430 |
| Zeros | 17171 |
| Zeros (%) | 91.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 430 |
| Range | 430 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.917093472 |
|---|---|
| Coefficient of variation (CV) | 10.54028746 |
| Kurtosis | 1422.454074 |
| Mean | 0.7511269025 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 33.60921849 |
| Sum | 14164 |
| Variance | 62.68036904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17171 | |
| 1 | 434 | 2.3% |
| 2 | 335 | 1.8% |
| 3 | 156 | 0.8% |
| 4 | 150 | 0.8% |
| 5 | 98 | 0.5% |
| 6 | 70 | 0.4% |
| 8 | 49 | 0.3% |
| 7 | 48 | 0.3% |
| 9 | 38 | 0.2% |
| Other values (64) | 308 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 17171 | |
| 1 | 434 | 2.3% |
| 2 | 335 | 1.8% |
| 3 | 156 | 0.8% |
| 4 | 150 | 0.8% |
| 5 | 98 | 0.5% |
| 6 | 70 | 0.4% |
| 7 | 48 | 0.3% |
| 8 | 49 | 0.3% |
| 9 | 38 | 0.2% |
| Value | Count | Frequency (%) |
| 430 | 1 | |
| 359 | 1 | |
| 340 | 1 | |
| 337 | 1 | |
| 333 | 1 | |
| 314 | 1 | |
| 251 | 1 | |
| 166 | 1 | |
| 153 | 1 | |
| 142 | 1 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4642838203 |
| Minimum | 0 |
|---|---|
| Maximum | 551 |
| Zeros | 17584 |
| Zeros (%) | 93.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 551 |
| Range | 551 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.920459332 |
|---|---|
| Coefficient of variation (CV) | 17.05952046 |
| Kurtosis | 2431.192844 |
| Mean | 0.4642838203 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.30960309 |
| Sum | 8755 |
| Variance | 62.73367603 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17584 | |
| 1 | 423 | 2.2% |
| 2 | 300 | 1.6% |
| 3 | 123 | 0.7% |
| 4 | 109 | 0.6% |
| 5 | 81 | 0.4% |
| 6 | 53 | 0.3% |
| 7 | 25 | 0.1% |
| 9 | 21 | 0.1% |
| 8 | 18 | 0.1% |
| Other values (42) | 120 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 17584 | |
| 1 | 423 | 2.2% |
| 2 | 300 | 1.6% |
| 3 | 123 | 0.7% |
| 4 | 109 | 0.6% |
| 5 | 81 | 0.4% |
| 6 | 53 | 0.3% |
| 7 | 25 | 0.1% |
| 8 | 18 | 0.1% |
| 9 | 21 | 0.1% |
| Value | Count | Frequency (%) |
| 551 | 1 | |
| 386 | 2 | |
| 384 | 1 | |
| 320 | 1 | |
| 313 | 1 | |
| 181 | 1 | |
| 137 | 1 | |
| 129 | 2 | |
| 111 | 1 | |
| 110 | 1 |
DNA_STD_DC_MKTG_TOTAL_IA_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 156 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.879726362 |
| Minimum | 0 |
|---|---|
| Maximum | 1001 |
| Zeros | 14158 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 22 |
| Maximum | 1001 |
| Range | 1001 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.52673058 |
|---|---|
| Coefficient of variation (CV) | 5.641039791 |
| Kurtosis | 532.9154415 |
| Mean | 4.879726362 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.3184144 |
| Sum | 92017 |
| Variance | 757.7208962 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14158 | |
| 1 | 756 | 4.0% |
| 2 | 577 | 3.1% |
| 3 | 384 | 2.0% |
| 4 | 353 | 1.9% |
| 5 | 241 | 1.3% |
| 6 | 205 | 1.1% |
| 7 | 144 | 0.8% |
| 8 | 140 | 0.7% |
| 9 | 122 | 0.6% |
| Other values (146) | 1777 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 14158 | |
| 1 | 756 | 4.0% |
| 2 | 577 | 3.1% |
| 3 | 384 | 2.0% |
| 4 | 353 | 1.9% |
| 5 | 241 | 1.3% |
| 6 | 205 | 1.1% |
| 7 | 144 | 0.8% |
| 8 | 140 | 0.7% |
| 9 | 122 | 0.6% |
| Value | Count | Frequency (%) |
| 1001 | 2 | < 0.1% |
| 954 | 1 | < 0.1% |
| 949 | 1 | < 0.1% |
| 824 | 1 | < 0.1% |
| 753 | 2 | < 0.1% |
| 704 | 2 | < 0.1% |
| 459 | 1 | < 0.1% |
| 451 | 8 | |
| 449 | 2 | < 0.1% |
| 443 | 3 | < 0.1% |
DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 182 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.329957045 |
| Minimum | 0 |
|---|---|
| Maximum | 1065 |
| Zeros | 13371 |
| Zeros (%) | 70.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 20 |
| Maximum | 1065 |
| Range | 1065 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 22.00360479 |
|---|---|
| Coefficient of variation (CV) | 5.081714335 |
| Kurtosis | 607.2304429 |
| Mean | 4.329957045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.38813218 |
| Sum | 81650 |
| Variance | 484.1586236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13371 | |
| 1 | 1248 | 6.6% |
| 2 | 631 | 3.3% |
| 3 | 413 | 2.2% |
| 4 | 359 | 1.9% |
| 5 | 263 | 1.4% |
| 6 | 221 | 1.2% |
| 7 | 202 | 1.1% |
| 8 | 146 | 0.8% |
| 9 | 142 | 0.8% |
| Other values (172) | 1861 | 9.9% |
| Value | Count | Frequency (%) |
| 0 | 13371 | |
| 1 | 1248 | 6.6% |
| 2 | 631 | 3.3% |
| 3 | 413 | 2.2% |
| 4 | 359 | 1.9% |
| 5 | 263 | 1.4% |
| 6 | 221 | 1.2% |
| 7 | 202 | 1.1% |
| 8 | 146 | 0.8% |
| 9 | 142 | 0.8% |
| Value | Count | Frequency (%) |
| 1065 | 1 | |
| 862 | 1 | |
| 639 | 1 | |
| 594 | 1 | |
| 591 | 1 | |
| 533 | 1 | |
| 506 | 1 | |
| 464 | 1 | |
| 443 | 1 | |
| 428 | 1 |
| Distinct | 1042 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253.4450867 |
| Minimum | -1 |
|---|---|
| Maximum | 1593 |
| Zeros | 33 |
| Zeros (%) | 0.2% |
| Negative | 58 |
| Negative (%) | 0.3% |
| Memory size | 147.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 99 |
| median | 199 |
| Q3 | 354 |
| 95-th percentile | 670 |
| Maximum | 1593 |
| Range | 1594 |
| Interquartile range (IQR) | 255 |
Descriptive statistics
| Standard deviation | 207.0549505 |
|---|---|
| Coefficient of variation (CV) | 0.8169617851 |
| Kurtosis | 2.575246693 |
| Mean | 253.4450867 |
| Median Absolute Deviation (MAD) | 115 |
| Skewness | 1.427736347 |
| Sum | 4779214 |
| Variance | 42871.75251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89 | 88 | 0.5% |
| 104 | 86 | 0.5% |
| 62 | 82 | 0.4% |
| 55 | 80 | 0.4% |
| 90 | 80 | 0.4% |
| 125 | 78 | 0.4% |
| 111 | 72 | 0.4% |
| 121 | 72 | 0.4% |
| 61 | 72 | 0.4% |
| 54 | 70 | 0.4% |
| Other values (1032) | 18077 |
| Value | Count | Frequency (%) |
| -1 | 58 | |
| 0 | 33 | |
| 1 | 30 | |
| 2 | 26 | |
| 3 | 21 | 0.1% |
| 4 | 23 | 0.1% |
| 5 | 37 | |
| 6 | 35 | |
| 7 | 33 | |
| 8 | 28 |
| Value | Count | Frequency (%) |
| 1593 | 1 | |
| 1557 | 1 | |
| 1553 | 1 | |
| 1540 | 1 | |
| 1539 | 1 | |
| 1502 | 1 | |
| 1456 | 1 | |
| 1400 | 1 | |
| 1391 | 1 | |
| 1382 | 1 |
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Unknown | 1327 |
|---|---|
| SoCal | 836 |
| Bay Area | 814 |
| NYNJ | 810 |
| UK South | 803 |
| Other values (71) |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.742270775 |
| Min length | 2 |
Characters and Unicode
| Total characters | 164853 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | East |
|---|---|
| 2nd row | Unknown |
| 3rd row | S. TOLA |
| 4th row | Ohio Valley OHVA |
| 5th row | Unknown |
Common Values
| Value | Count | Frequency (%) |
| Unknown | 1327 | 7.0% |
| SoCal | 836 | 4.4% |
| Bay Area | 814 | 4.3% |
| NYNJ | 810 | 4.3% |
| UK South | 803 | 4.3% |
| Carolinas/TN | 773 | 4.1% |
| Mid Atlantic | 697 | 3.7% |
| Great Plains | 692 | 3.7% |
| France | 689 | 3.7% |
| New England | 670 | 3.6% |
| Other values (66) | 10746 |
Length
| Value | Count | Frequency (%) |
| uk | 1488 | 5.4% |
| unknown | 1327 | 4.8% |
| tola | 1186 | 4.3% |
| south | 862 | 3.1% |
| socal | 836 | 3.0% |
| area | 814 | 2.9% |
| bay | 814 | 2.9% |
| nynj | 810 | 2.9% |
| great | 796 | 2.9% |
| carolinas/tn | 773 | 2.8% |
| Other values (79) | 18011 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 15110 | 9.2% |
| n | 11161 | 6.8% |
| e | 8967 | 5.4% |
| 8860 | 5.4% | |
| o | 8766 | 5.3% |
| l | 7624 | 4.6% |
| t | 7447 | 4.5% |
| i | 7394 | 4.5% |
| N | 7046 | 4.3% |
| r | 6864 | 4.2% |
| Other values (43) | 75614 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 103206 | |
| Uppercase Letter | 48421 | |
| Space Separator | 8860 | 5.4% |
| Other Punctuation | 4327 | 2.6% |
| Dash Punctuation | 36 | < 0.1% |
| Decimal Number | 3 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 7046 | |
| A | 5876 | 12.1% |
| S | 4319 | 8.9% |
| C | 3205 | 6.6% |
| U | 2938 | 6.1% |
| L | 2378 | 4.9% |
| T | 2064 | 4.3% |
| O | 1949 | 4.0% |
| P | 1631 | 3.4% |
| M | 1563 | 3.2% |
| Other values (14) | 15452 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 15110 | |
| n | 11161 | |
| e | 8967 | |
| o | 8766 | |
| l | 7624 | 7.4% |
| t | 7447 | 7.2% |
| i | 7394 | 7.2% |
| r | 6864 | 6.7% |
| s | 4679 | 4.5% |
| d | 4353 | 4.2% |
| Other values (13) | 20841 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2143 | |
| . | 1137 | |
| & | 1047 |
Space Separator
| Value | Count | Frequency (%) |
| 8860 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 151627 | |
| Common | 13226 | 8.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 15110 | 10.0% |
| n | 11161 | 7.4% |
| e | 8967 | 5.9% |
| o | 8766 | 5.8% |
| l | 7624 | 5.0% |
| t | 7447 | 4.9% |
| i | 7394 | 4.9% |
| N | 7046 | 4.6% |
| r | 6864 | 4.5% |
| A | 5876 | 3.9% |
| Other values (37) | 65372 |
Common
| Value | Count | Frequency (%) |
| 8860 | ||
| / | 2143 | 16.2% |
| . | 1137 | 8.6% |
| & | 1047 | 7.9% |
| - | 36 | 0.3% |
| 3 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 164853 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 15110 | 9.2% |
| n | 11161 | 6.8% |
| e | 8967 | 5.4% |
| 8860 | 5.4% | |
| o | 8766 | 5.3% |
| l | 7624 | 4.6% |
| t | 7447 | 4.5% |
| i | 7394 | 4.5% |
| N | 7046 | 4.3% |
| r | 6864 | 4.2% |
| Other values (43) | 75614 |
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Unknown | 1327 |
|---|---|
| SoCal | 829 |
| UK South | 816 |
| NYNJ | 807 |
| Bay Area | 801 |
| Other values (139) |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.79455905 |
| Min length | 2 |
Characters and Unicode
| Total characters | 165839 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 43 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | East |
|---|---|
| 2nd row | Unknown |
| 3rd row | S. TOLA |
| 4th row | Ohio Valley OHVA |
| 5th row | Unknown |
Common Values
| Value | Count | Frequency (%) |
| Unknown | 1327 | 7.0% |
| SoCal | 829 | 4.4% |
| UK South | 816 | 4.3% |
| NYNJ | 807 | 4.3% |
| Bay Area | 801 | 4.2% |
| Carolinas/TN | 760 | 4.0% |
| Great Plains | 716 | 3.8% |
| Mid Atlantic | 690 | 3.7% |
| Florida | 669 | 3.5% |
| New England | 659 | 3.5% |
| Other values (134) | 10783 |
Length
| Value | Count | Frequency (%) |
| uk | 1484 | 5.3% |
| unknown | 1327 | 4.8% |
| tola | 1177 | 4.2% |
| south | 875 | 3.2% |
| socal | 829 | 3.0% |
| nynj | 807 | 2.9% |
| bay | 801 | 2.9% |
| area | 801 | 2.9% |
| great | 770 | 2.8% |
| carolinas/tn | 760 | 2.7% |
| Other values (147) | 18145 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14971 | 9.0% |
| n | 11004 | 6.6% |
| 8919 | 5.4% | |
| o | 8811 | 5.3% |
| e | 8800 | 5.3% |
| l | 7611 | 4.6% |
| t | 7523 | 4.5% |
| i | 7348 | 4.4% |
| N | 7044 | 4.2% |
| r | 6870 | 4.1% |
| Other values (50) | 76938 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 102453 | |
| Uppercase Letter | 49516 | |
| Space Separator | 8919 | 5.4% |
| Other Punctuation | 4393 | 2.6% |
| Dash Punctuation | 371 | 0.2% |
| Decimal Number | 187 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 7044 | |
| A | 6054 | 12.2% |
| S | 4539 | 9.2% |
| C | 3234 | 6.5% |
| U | 2945 | 5.9% |
| L | 2392 | 4.8% |
| T | 2127 | 4.3% |
| O | 2073 | 4.2% |
| P | 1681 | 3.4% |
| I | 1615 | 3.3% |
| Other values (15) | 15812 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 14971 | |
| n | 11004 | |
| o | 8811 | |
| e | 8800 | |
| l | 7611 | 7.4% |
| t | 7523 | 7.3% |
| i | 7348 | 7.2% |
| r | 6870 | 6.7% |
| s | 4666 | 4.6% |
| d | 4304 | 4.2% |
| Other values (13) | 20545 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 52 | |
| 4 | 51 | |
| 2 | 41 | |
| 3 | 27 | |
| 6 | 7 | 3.7% |
| 7 | 5 | 2.7% |
| 5 | 4 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2164 | |
| & | 1124 | |
| . | 1105 |
Space Separator
| Value | Count | Frequency (%) |
| 8919 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 371 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 151969 | |
| Common | 13870 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 14971 | 9.9% |
| n | 11004 | 7.2% |
| o | 8811 | 5.8% |
| e | 8800 | 5.8% |
| l | 7611 | 5.0% |
| t | 7523 | 5.0% |
| i | 7348 | 4.8% |
| N | 7044 | 4.6% |
| r | 6870 | 4.5% |
| A | 6054 | 4.0% |
| Other values (38) | 65933 |
Common
| Value | Count | Frequency (%) |
| 8919 | ||
| / | 2164 | 15.6% |
| & | 1124 | 8.1% |
| . | 1105 | 8.0% |
| - | 371 | 2.7% |
| 1 | 52 | 0.4% |
| 4 | 51 | 0.4% |
| 2 | 41 | 0.3% |
| 3 | 27 | 0.2% |
| 6 | 7 | 0.1% |
| Other values (2) | 9 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 165839 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 14971 | 9.0% |
| n | 11004 | 6.6% |
| 8919 | 5.4% | |
| o | 8811 | 5.3% |
| e | 8800 | 5.3% |
| l | 7611 | 4.6% |
| t | 7523 | 4.5% |
| i | 7348 | 4.4% |
| N | 7044 | 4.2% |
| r | 6870 | 4.1% |
| Other values (50) | 76938 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 11553 | |
| True | 7304 |
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Sales | |
|---|---|
| Channel Marketing | |
| List Purchase | |
| Field Marketing | |
| Trade Show | |
| Other values (48) |
Length
| Max length | 35 |
|---|---|
| Median length | 10 |
| Mean length | 10.22076682 |
| Min length | 3 |
Characters and Unicode
| Total characters | 192733 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Channel Marketing |
|---|---|
| 2nd row | Sales |
| 3rd row | Sales |
| 4th row | Field Marketing |
| 5th row | Field Marketing |
Common Values
| Value | Count | Frequency (%) |
| Sales | 7001 | |
| Channel Marketing | 4126 | |
| List Purchase | 1854 | 9.8% |
| Field Marketing | 1556 | 8.3% |
| Trade Show | 1523 | 8.1% |
| Web | 771 | 4.1% |
| Lead Gen | 503 | 2.7% |
| ISR/Partner Outbound | 314 | 1.7% |
| Webinar | 228 | 1.2% |
| Promotion | 158 | 0.8% |
| Other values (43) | 823 | 4.4% |
Length
| Value | Count | Frequency (%) |
| sales | 7053 | |
| marketing | 5691 | |
| channel | 4139 | |
| list | 1855 | 6.4% |
| purchase | 1854 | 6.4% |
| field | 1556 | 5.3% |
| trade | 1523 | 5.2% |
| show | 1523 | 5.2% |
| web | 771 | 2.6% |
| gen | 503 | 1.7% |
| Other values (65) | 2704 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 25175 | |
| a | 22198 | 11.5% |
| n | 16087 | 8.3% |
| l | 13323 | 6.9% |
| s | 11004 | 5.7% |
| r | 10696 | 5.5% |
| 10315 | 5.4% | |
| i | 10136 | 5.3% |
| S | 9127 | 4.7% |
| t | 8792 | 4.6% |
| Other values (36) | 55880 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 151752 | |
| Uppercase Letter | 30281 | 15.7% |
| Space Separator | 10315 | 5.4% |
| Other Punctuation | 332 | 0.2% |
| Dash Punctuation | 23 | < 0.1% |
| Open Punctuation | 15 | < 0.1% |
| Close Punctuation | 15 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 25175 | |
| a | 22198 | |
| n | 16087 | |
| l | 13323 | |
| s | 11004 | |
| r | 10696 | |
| i | 10136 | |
| t | 8792 | 5.8% |
| h | 7654 | 5.0% |
| g | 5958 | 3.9% |
| Other values (12) | 20729 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 9127 | |
| M | 5707 | |
| C | 4322 | |
| P | 2513 | 8.3% |
| L | 2358 | 7.8% |
| T | 1680 | 5.5% |
| F | 1556 | 5.1% |
| W | 1002 | 3.3% |
| G | 503 | 1.7% |
| O | 451 | 1.5% |
| Other values (9) | 1062 | 3.5% |
Space Separator
| Value | Count | Frequency (%) |
| 10315 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 332 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 23 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 15 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 182033 | |
| Common | 10700 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 25175 | |
| a | 22198 | |
| n | 16087 | 8.8% |
| l | 13323 | 7.3% |
| s | 11004 | 6.0% |
| r | 10696 | 5.9% |
| i | 10136 | 5.6% |
| S | 9127 | 5.0% |
| t | 8792 | 4.8% |
| h | 7654 | 4.2% |
| Other values (31) | 47841 |
Common
| Value | Count | Frequency (%) |
| 10315 | ||
| / | 332 | 3.1% |
| - | 23 | 0.2% |
| ( | 15 | 0.1% |
| ) | 15 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 192733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 25175 | |
| a | 22198 | 11.5% |
| n | 16087 | 8.3% |
| l | 13323 | 6.9% |
| s | 11004 | 5.7% |
| r | 10696 | 5.5% |
| 10315 | 5.4% | |
| i | 10136 | 5.3% |
| S | 9127 | 4.7% |
| t | 8792 | 4.6% |
| Other values (36) | 55880 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Outbound | |
|---|---|
| Inbound | 894 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.95259055 |
| Min length | 7 |
Characters and Unicode
| Total characters | 149962 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Outbound |
|---|---|
| 2nd row | Outbound |
| 3rd row | Outbound |
| 4th row | Outbound |
| 5th row | Outbound |
Common Values
| Value | Count | Frequency (%) |
| Outbound | 17963 | |
| Inbound | 894 | 4.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| outbound | 17963 | |
| inbound | 894 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 36820 | |
| n | 19751 | |
| b | 18857 | |
| o | 18857 | |
| d | 18857 | |
| O | 17963 | |
| t | 17963 | |
| I | 894 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 131105 | |
| Uppercase Letter | 18857 | 12.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 36820 | |
| n | 19751 | |
| b | 18857 | |
| o | 18857 | |
| d | 18857 | |
| t | 17963 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 17963 | |
| I | 894 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 149962 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 36820 | |
| n | 19751 | |
| b | 18857 | |
| o | 18857 | |
| d | 18857 | |
| O | 17963 | |
| t | 17963 | |
| I | 894 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149962 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 36820 | |
| n | 19751 | |
| b | 18857 | |
| o | 18857 | |
| d | 18857 | |
| O | 17963 | |
| t | 17963 | |
| I | 894 | 0.6% |
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Veeam | |
|---|---|
| No Competitor | |
| Cohesity | |
| CommVault | |
| Other | |
| Other values (21) |
Length
| Max length | 46 |
|---|---|
| Median length | 8 |
| Mean length | 7.92474943 |
| Min length | 3 |
Characters and Unicode
| Total characters | 149437 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | DataDomain |
| 4th row | Cohesity |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| Veeam | 3921 | |
| No Competitor | 2944 | |
| Cohesity | 2101 | |
| CommVault | 2078 | |
| Other | 1508 | 8.0% |
| NetBackup | 1208 | 6.4% |
| Avamar | 1131 | 6.0% |
| None | 1074 | 5.7% |
| DataDomain | 938 | 5.0% |
| TSM | 366 | 1.9% |
| Other values (16) | 1588 |
Length
| Value | Count | Frequency (%) |
| veeam | 3921 | |
| no | 2944 | |
| competitor | 2944 | |
| cohesity | 2101 | |
| commvault | 2078 | |
| other | 1508 | 6.7% |
| netbackup | 1208 | 5.4% |
| avamar | 1131 | 5.0% |
| none | 1074 | 4.8% |
| datadomain | 938 | 4.2% |
| Other values (30) | 2608 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 18362 | |
| o | 16211 | 10.8% |
| t | 15192 | 10.2% |
| m | 13143 | 8.8% |
| a | 12902 | 8.6% |
| r | 7288 | 4.9% |
| C | 7125 | 4.8% |
| i | 6626 | 4.4% |
| V | 6045 | 4.0% |
| N | 5778 | 3.9% |
| Other values (34) | 40765 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 117224 | |
| Uppercase Letter | 28468 | 19.1% |
| Space Separator | 3598 | 2.4% |
| Other Punctuation | 51 | < 0.1% |
| Open Punctuation | 48 | < 0.1% |
| Close Punctuation | 48 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 18362 | |
| o | 16211 | |
| t | 15192 | |
| m | 13143 | |
| a | 12902 | |
| r | 7288 | 6.2% |
| i | 6626 | 5.7% |
| p | 4514 | 3.9% |
| u | 3768 | 3.2% |
| h | 3693 | 3.2% |
| Other values (12) | 15525 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 7125 | |
| V | 6045 | |
| N | 5778 | |
| D | 2276 | 8.0% |
| A | 1610 | 5.7% |
| O | 1508 | 5.3% |
| B | 1478 | 5.2% |
| M | 536 | 1.9% |
| S | 495 | 1.7% |
| P | 377 | 1.3% |
| Other values (8) | 1240 | 4.4% |
Space Separator
| Value | Count | Frequency (%) |
| 3598 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 48 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 48 |
Other Punctuation
| Value | Count | Frequency (%) |
| \ | 51 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 145692 | |
| Common | 3745 | 2.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 18362 | |
| o | 16211 | |
| t | 15192 | |
| m | 13143 | 9.0% |
| a | 12902 | 8.9% |
| r | 7288 | 5.0% |
| C | 7125 | 4.9% |
| i | 6626 | 4.5% |
| V | 6045 | 4.1% |
| N | 5778 | 4.0% |
| Other values (30) | 37020 |
Common
| Value | Count | Frequency (%) |
| 3598 | ||
| \ | 51 | 1.4% |
| ( | 48 | 1.3% |
| ) | 48 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149437 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 18362 | |
| o | 16211 | 10.8% |
| t | 15192 | 10.2% |
| m | 13143 | 8.8% |
| a | 12902 | 8.6% |
| r | 7288 | 4.9% |
| C | 7125 | 4.8% |
| i | 6626 | 4.4% |
| V | 6045 | 4.0% |
| N | 5778 | 3.9% |
| Other values (34) | 40765 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Veeam | |
|---|---|
| CommVault | |
| Veritas NetBackup | |
| Other | |
| DellEMC Avamar | |
| Other values (24) |
Length
| Max length | 35 |
|---|---|
| Median length | 9 |
| Mean length | 11.58243623 |
| Min length | 4 |
Characters and Unicode
| Total characters | 218410 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | DellEMC DataDomain |
| 4th row | IBM Spectrum Protect |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| Veeam | 3782 | |
| CommVault | 2878 | |
| Veritas NetBackup | 2532 | |
| Other | 2041 | |
| DellEMC Avamar | 1954 | |
| DellEMC DataDomain | 1013 | 5.4% |
| IBM Spectrum Protect (TSM) | 1003 | 5.3% |
| DellEMC Networker | 800 | 4.2% |
| Veritas BackupExec | 800 | 4.2% |
| Not Sure | 499 | 2.6% |
| Other values (19) | 1555 |
Length
| Value | Count | Frequency (%) |
| dellemc | 3793 | |
| veeam | 3782 | |
| veritas | 3332 | |
| commvault | 2878 | |
| netbackup | 2532 | 8.4% |
| other | 2041 | 6.7% |
| avamar | 1954 | 6.4% |
| ibm | 1052 | 3.5% |
| spectrum | 1052 | 3.5% |
| protect | 1052 | 3.5% |
| Other values (34) | 6855 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 26330 | 12.1% |
| a | 20652 | 9.5% |
| t | 17094 | 7.8% |
| m | 13626 | 6.2% |
| r | 13070 | 6.0% |
| 11466 | 5.2% | |
| l | 10677 | 4.9% |
| V | 9992 | 4.6% |
| u | 8167 | 3.7% |
| o | 7326 | 3.4% |
| Other values (37) | 80010 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 151113 | |
| Uppercase Letter | 53511 | 24.5% |
| Space Separator | 11466 | 5.2% |
| Open Punctuation | 1121 | 0.5% |
| Close Punctuation | 1121 | 0.5% |
| Other Punctuation | 78 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 26330 | |
| a | 20652 | |
| t | 17094 | |
| m | 13626 | |
| r | 13070 | |
| l | 10677 | |
| u | 8167 | 5.4% |
| o | 7326 | 4.8% |
| c | 7053 | 4.7% |
| i | 5151 | 3.4% |
| Other values (14) | 21967 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 9992 | |
| C | 6717 | |
| M | 6107 | |
| D | 6059 | |
| E | 4744 | |
| B | 4462 | |
| N | 4258 | |
| S | 2584 | 4.8% |
| A | 2337 | 4.4% |
| O | 2041 | 3.8% |
| Other values (9) | 4210 |
Space Separator
| Value | Count | Frequency (%) |
| 11466 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1121 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1121 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 78 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 204624 | |
| Common | 13786 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 26330 | 12.9% |
| a | 20652 | 10.1% |
| t | 17094 | 8.4% |
| m | 13626 | 6.7% |
| r | 13070 | 6.4% |
| l | 10677 | 5.2% |
| V | 9992 | 4.9% |
| u | 8167 | 4.0% |
| o | 7326 | 3.6% |
| c | 7053 | 3.4% |
| Other values (33) | 70637 |
Common
| Value | Count | Frequency (%) |
| 11466 | ||
| ( | 1121 | 8.1% |
| ) | 1121 | 8.1% |
| / | 78 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 218410 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 26330 | 12.1% |
| a | 20652 | 9.5% |
| t | 17094 | 7.8% |
| m | 13626 | 6.2% |
| r | 13070 | 6.0% |
| 11466 | 5.2% | |
| l | 10677 | 4.9% |
| V | 9992 | 4.6% |
| u | 8167 | 3.7% |
| o | 7326 | 3.4% |
| Other values (37) | 80010 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Commercial | |
|---|---|
| Unclassified | |
| Enterprise | |
| CAE | 103 |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 10.43161691 |
| Min length | 3 |
Characters and Unicode
| Total characters | 196709 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unclassified |
|---|---|
| 2nd row | Unclassified |
| 3rd row | Unclassified |
| 4th row | Commercial |
| 5th row | Unclassified |
Common Values
| Value | Count | Frequency (%) |
| Commercial | 11743 | |
| Unclassified | 4430 | 23.5% |
| Enterprise | 2581 | 13.7% |
| CAE | 103 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| commercial | 11743 | |
| unclassified | 4430 | 23.5% |
| enterprise | 2581 | 13.7% |
| cae | 103 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 23486 | |
| i | 23184 | |
| e | 21335 | |
| r | 16905 | |
| c | 16173 | |
| l | 16173 | |
| a | 16173 | |
| C | 11846 | |
| o | 11743 | |
| s | 11441 | |
| Other values (8) | 28250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 177646 | |
| Uppercase Letter | 19063 | 9.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 23486 | |
| i | 23184 | |
| e | 21335 | |
| r | 16905 | |
| c | 16173 | |
| l | 16173 | |
| a | 16173 | |
| o | 11743 | |
| s | 11441 | |
| n | 7011 | 3.9% |
| Other values (4) | 14022 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 11846 | |
| U | 4430 | 23.2% |
| E | 2684 | 14.1% |
| A | 103 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 196709 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 23486 | |
| i | 23184 | |
| e | 21335 | |
| r | 16905 | |
| c | 16173 | |
| l | 16173 | |
| a | 16173 | |
| C | 11846 | |
| o | 11743 | |
| s | 11441 | |
| Other values (8) | 28250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 196709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 23486 | |
| i | 23184 | |
| e | 21335 | |
| r | 16905 | |
| c | 16173 | |
| l | 16173 | |
| a | 16173 | |
| C | 11846 | |
| o | 11743 | |
| s | 11441 | |
| Other values (8) | 28250 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.4 KiB |
| Regular | |
|---|---|
| MSP | 1012 |
| Renewal | 25 |
| NFR | 21 |
| POC | 16 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.777483163 |
| Min length | 3 |
Characters and Unicode
| Total characters | 127803 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Regular |
|---|---|
| 2nd row | Regular |
| 3rd row | Regular |
| 4th row | Regular |
| 5th row | Regular |
Common Values
| Value | Count | Frequency (%) |
| Regular | 17783 | |
| MSP | 1012 | 5.4% |
| Renewal | 25 | 0.1% |
| NFR | 21 | 0.1% |
| POC | 16 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| regular | 17783 | |
| msp | 1012 | 5.4% |
| renewal | 25 | 0.1% |
| nfr | 21 | 0.1% |
| poc | 16 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17833 | |
| R | 17829 | |
| l | 17808 | |
| a | 17808 | |
| g | 17783 | |
| u | 17783 | |
| r | 17783 | |
| P | 1028 | 0.8% |
| M | 1012 | 0.8% |
| S | 1012 | 0.8% |
| Other values (6) | 124 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 106848 | |
| Uppercase Letter | 20955 | 16.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 17829 | |
| P | 1028 | 4.9% |
| M | 1012 | 4.8% |
| S | 1012 | 4.8% |
| N | 21 | 0.1% |
| F | 21 | 0.1% |
| O | 16 | 0.1% |
| C | 16 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 17833 | |
| l | 17808 | |
| a | 17808 | |
| g | 17783 | |
| u | 17783 | |
| r | 17783 | |
| n | 25 | < 0.1% |
| w | 25 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127803 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 17833 | |
| R | 17829 | |
| l | 17808 | |
| a | 17808 | |
| g | 17783 | |
| u | 17783 | |
| r | 17783 | |
| P | 1028 | 0.8% |
| M | 1012 | 0.8% |
| S | 1012 | 0.8% |
| Other values (6) | 124 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127803 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 17833 | |
| R | 17829 | |
| l | 17808 | |
| a | 17808 | |
| g | 17783 | |
| u | 17783 | |
| r | 17783 | |
| P | 1028 | 0.8% |
| M | 1012 | 0.8% |
| S | 1012 | 0.8% |
| Other values (6) | 124 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | OPPORTUNITY_ID | ACCOUNT_ID | DNA_STD_DC_END_RESULT | ADVANCED_PAST_STAGE_1_C | ADVANCED_PAST_STAGE_2_C | DNA_STD_DC_AMOUNT | DNA_CUSTOM_DC_ISR_LED | DNA_CUSTOM_DC_SDR_LED | DNA_STD_AC_NUMBER_OF_EMPLOYEES | DNA_CUSTOM_DC_PREV_OPPS_COUNT | DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT | DNA_STD_AC_ANNUAL_REVENUE | DAYS_IN_BUSINESS_JUSTIFICATION_C | DAYS_IN_CONSENSUS_C | DAYS_IN_DISCOVERY_C | DAYS_IN_NEGOTIATE_CLOSE_C | DAYS_IN_TECHNICAL_VALIDATION_C | DAYS_IN_PO_WITH_CHANNEL_C | DNA_CUSTOM_DC_DURATION_POC | DNA_STD_DC_MKTG_NURTURE_TIME | DNA_CUSTOM_DC_CONTACTS_ACTIVE | DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT | DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT | DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT | DNA_STD_DC_MKTG_IA_BEFORE_OPPTY_COUNT | DNA_STD_DC_MKTG_TOTAL_IA_COUNT | DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT | DNA_ML_OPPORTUNITY_LIFE_DAYS | SUB_REGION_C | OWNER_SUB_REGION_C | CONVERTED_FROM_LEAD_C | DNA_STD_DC_LEAD_SOURCE | DNA_STD_DC_LEAD_SOURCE_INBOUND | DNA_CUSTOM_DC_PRIMARY_COMPETITOR | DNA_CUSTOM_DC_INCUMBENT | DNA_CUSTOM_DC_SEGMENT | OPPORTUNITY_SUB_TYPE_C | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 0064000000g9NB0AAM | 0014000001bs9dUAAQ | False | False | False | 150000.00 | False | False | 570503.0 | 0.0 | 0.0 | 5.252100e+04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 283 | East | East | False | Channel Marketing | Outbound | None | None | Unclassified | Regular |
| 1 | 8 | 0064000000g9XLjAAM | 0014000001bsF5mAAE | False | False | False | 150000.00 | False | False | 26300.0 | 0.0 | 0.0 | 2.359056e+10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0 | 181.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 286 | Unknown | Unknown | False | Sales | Outbound | None | None | Unclassified | Regular |
| 2 | 9 | 0066f000012ZxZYAA0 | 0014000001bsF5mAAE | False | True | False | 2688777.00 | False | False | 26300.0 | 3.0 | 3.0 | 2.359056e+10 | 0.00 | 36.33 | 143.71 | 0.00 | 0.0 | 0.0 | 0.0 | 1765 | 175.0 | 2.0 | 0.0 | 10.0 | 6.0 | 9.0 | 19.0 | 62.0 | 179 | S. TOLA | S. TOLA | True | Sales | Outbound | DataDomain | DellEMC DataDomain | Unclassified | Regular |
| 3 | 14 | 0061W000014Qz7yQAC | 0014000001bsF6xAAE | False | True | True | 272605.76 | False | False | 4925.0 | 1.0 | 1.0 | 1.311677e+07 | 269.79 | 0.00 | 0.00 | 60.04 | 0.0 | 6.0 | 33.0 | 1157 | 16.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 29.0 | 339 | Ohio Valley OHVA | Ohio Valley OHVA | False | Field Marketing | Outbound | Cohesity | IBM Spectrum Protect | Commercial | Regular |
| 4 | 18 | 0064000000g9XMwAAM | 0014000001bsF6xAAE | False | True | False | 250000.00 | False | True | 4925.0 | 0.0 | 0.0 | 1.311677e+07 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0 | 17.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 359 | Unknown | Unknown | False | Field Marketing | Outbound | None | None | Unclassified | Regular |
| 5 | 20 | 0064000000g9bCyAAI | 0014000001d1blnAAA | False | False | False | 300000.00 | False | False | 2.0 | 0.0 | 0.0 | 9.090000e+04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 282 | Bay Area | Bay Area | False | Sales | Outbound | None | None | Commercial | Regular |
| 6 | 21 | 0061W00000svAX7QAM | 0014000001d1btTAAQ | False | False | False | 250000.00 | False | False | 260000.0 | 4.0 | 1.0 | 8.257400e+10 | 0.00 | 0.00 | 643.29 | 0.00 | 0.0 | 0.0 | 0.0 | 813 | 67.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 69.0 | 97.0 | 642 | West | Carolinas/TN | False | Sales | Outbound | DataDomain | Veritas NetBackup | Enterprise | Regular |
| 7 | 22 | 0061W00000svFRdQAM | 0014000001d1btTAAQ | False | True | False | 250000.00 | False | False | 260000.0 | 4.0 | 1.0 | 8.257400e+10 | 0.00 | 0.00 | 643.29 | 0.00 | 0.0 | 0.0 | 0.0 | 813 | 67.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 69.0 | 97.0 | 642 | West | Carolinas/TN | False | Sales | Outbound | NetBackup | DellEMC DataDomain | Enterprise | Regular |
| 8 | 23 | 0061W0000120beFQAQ | 0014000001d1btTAAQ | False | True | True | 75000.00 | False | False | 260000.0 | 3.0 | 1.0 | 8.257400e+10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 707 | 67.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 69.0 | 152.0 | 606 | Datos - Americas | Datos - Americas | False | Sales | Outbound | None | Veritas NetBackup | Unclassified | Renewal |
| 9 | 24 | 0061W000013jBITQA2 | 0014000001d1btTAAQ | False | False | False | 220000.00 | False | False | 260000.0 | 6.0 | 1.0 | 8.257400e+10 | 0.00 | 0.00 | 230.00 | 0.00 | 0.0 | 0.0 | 0.0 | 1136 | 64.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 69.0 | 63.0 | 229 | Great Plains | Great Plains | True | PPC | Outbound | NetBackup | Veritas NetBackup | Commercial | Regular |
Last rows
| df_index | OPPORTUNITY_ID | ACCOUNT_ID | DNA_STD_DC_END_RESULT | ADVANCED_PAST_STAGE_1_C | ADVANCED_PAST_STAGE_2_C | DNA_STD_DC_AMOUNT | DNA_CUSTOM_DC_ISR_LED | DNA_CUSTOM_DC_SDR_LED | DNA_STD_AC_NUMBER_OF_EMPLOYEES | DNA_CUSTOM_DC_PREV_OPPS_COUNT | DNA_CUSTOM_DC_PREV_OPPS_LOST_COUNT | DNA_STD_AC_ANNUAL_REVENUE | DAYS_IN_BUSINESS_JUSTIFICATION_C | DAYS_IN_CONSENSUS_C | DAYS_IN_DISCOVERY_C | DAYS_IN_NEGOTIATE_CLOSE_C | DAYS_IN_TECHNICAL_VALIDATION_C | DAYS_IN_PO_WITH_CHANNEL_C | DNA_CUSTOM_DC_DURATION_POC | DNA_STD_DC_MKTG_NURTURE_TIME | DNA_CUSTOM_DC_CONTACTS_ACTIVE | DNA_STD_DC_EVENTS_IA_AFTER_OPPTY_COUNT | DNA_STD_DC_EVENTS_IA_BEFORE_OPPTY_COUNT | DNA_STD_DC_EVENTS_TOTAL_IA_COUNT | DNA_STD_DC_MKTG_IA_AFTER_OPPTY_COUNT | DNA_STD_DC_MKTG_IA_BEFORE_OPPTY_COUNT | DNA_STD_DC_MKTG_TOTAL_IA_COUNT | DNA_STD_DC_TASKS_IA_AFTER_OPPTY_COUNT | DNA_ML_OPPORTUNITY_LIFE_DAYS | SUB_REGION_C | OWNER_SUB_REGION_C | CONVERTED_FROM_LEAD_C | DNA_STD_DC_LEAD_SOURCE | DNA_STD_DC_LEAD_SOURCE_INBOUND | DNA_CUSTOM_DC_PRIMARY_COMPETITOR | DNA_CUSTOM_DC_INCUMBENT | DNA_CUSTOM_DC_SEGMENT | OPPORTUNITY_SUB_TYPE_C | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18847 | 56304 | 0061W000014u2mFQAQ | 0014000001brDkpAAE | False | False | False | 450000.0 | False | True | 130.0 | 1.0 | 1.0 | 2.461044e+07 | 0.0 | 0.0 | 344.04 | 0.0 | 0.0 | 0.0 | 0.0 | 1190 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 343 | Great Plains | Great Plains | True | Trade Show | Outbound | CommVault | CommVault | Commercial | Regular |
| 18848 | 56307 | 0064000000fiFbDAAU | 0014000001brDkpAAE | False | False | True | 400000.0 | False | False | 130.0 | 0.0 | 0.0 | 2.461044e+07 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 5.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 217 | Unknown | Unknown | False | Sales | Outbound | None | None | Unclassified | Regular |
| 18849 | 56308 | 0064000000fiN8sAAE | 0014000001brGFbAAM | False | False | False | 200000.0 | False | True | 8000.0 | 0.0 | 0.0 | 1.061744e+09 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 228 | East | East | False | Field Marketing | Outbound | None | None | Unclassified | Regular |
| 18850 | 56309 | 0064000000ge6InAAI | 0014000001brGN6AAM | False | True | False | 140000.0 | False | False | 450.0 | 0.0 | 0.0 | 8.595864e+07 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 80 | 14.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 11.0 | 297 | Unknown | Unknown | False | Sales | Outbound | None | None | Unclassified | Regular |
| 18851 | 56316 | 0064000000g7kXCAAY | 0014000001brKKxAAM | False | False | False | 100000.0 | False | False | 3.0 | 0.0 | 0.0 | 3.014360e+05 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 94 | NYNJ/MidAtlantic | NYNJ/MidAtlantic | False | Trade Show | Outbound | None | None | Unclassified | Regular |
| 18852 | 56317 | 0064000000g8t7nAAA | 0014000001brlgvAAA | False | False | False | 80000.0 | False | False | 2.0 | 0.0 | 0.0 | 5.787300e+04 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 287 | East | East | False | Sales | Outbound | None | None | Unclassified | Regular |
| 18853 | 56318 | 0064000000g80QTAAY | 0014000001brPVjAAM | False | True | False | 280000.0 | False | False | 140.0 | 0.0 | 0.0 | 2.909489e+07 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 176 | East | East | False | Channel Marketing | Outbound | None | None | Unclassified | Regular |
| 18854 | 56319 | 0064000000g93lIAAQ | 0014000001brsMMAAY | False | False | False | 70000.0 | False | False | 11.0 | 0.0 | 0.0 | 2.082534e+06 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 222 | East | East | False | Channel Marketing | Outbound | None | None | Unclassified | Regular |
| 18855 | 56320 | 0064000000g9AQ7AAM | 0014000001brwmMAAQ | False | False | False | 160000.0 | False | False | 5802.0 | 0.0 | 0.0 | 3.894936e+07 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 222 | East | East | False | Channel Marketing | Outbound | None | None | Unclassified | Regular |
| 18856 | 56321 | 0064000000g8HnBAAU | 0014000001brYdYAAU | False | False | False | 75000.0 | False | True | 6.0 | 0.0 | 0.0 | 1.201174e+06 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 67 | Bay Area | Bay Area | False | Web | Inbound | None | None | Commercial | Regular |